Agent Skillspaperclipai/paperclip › para-memory-files

para-memory-files

GitHub

基于PARA方法的持久化文件记忆系统,用于跨会话存储、检索和整理知识。支持通过qmd进行语义/关键词搜索,确保信息在重启后不丢失。

skills/para-memory-files/SKILL.md paperclipai/paperclip

Trigger Scenarios

保存事实或笔记 实体记录更新 周度总结合成 回忆过往信息 识别用户隐性模式

Install

npx skills add paperclipai/paperclip --skill para-memory-files -g -y
More Options

Use without installing

npx skills use paperclipai/paperclip@para-memory-files

指定 Agent (Claude Code)

npx skills add paperclipai/paperclip --skill para-memory-files -a claude-code -g -y

安装 repo 全部 skill

npx skills add paperclipai/paperclip --all -g -y

预览 repo 内 skill

npx skills add paperclipai/paperclip --list

SKILL.md

Frontmatter
{
    "name": "para-memory-files",
    "description": "Use a file-based PARA memory system to store, retrieve, and organize durable knowledge across sessions. Trigger on saving facts, daily notes, entity records, weekly synthesis, recall, tacit user patterns, or plan memory."
}

PARA Memory Files

Persistent, file-based memory organized by Tiago Forte's PARA method. Three layers: a knowledge graph, daily notes, and tacit knowledge. All paths are relative to $AGENT_HOME.

Three Memory Layers

Layer 1: Knowledge Graph ($AGENT_HOME/life/ -- PARA)

Entity-based storage. Each entity gets a folder with two tiers:

  1. summary.md -- quick context, load first.
  2. items.yaml -- atomic facts, load on demand.
$AGENT_HOME/life/
  projects/          # Active work with clear goals/deadlines
    <name>/
      summary.md
      items.yaml
  areas/             # Ongoing responsibilities, no end date
    people/<name>/
    companies/<name>/
  resources/         # Reference material, topics of interest
    <topic>/
  archives/          # Inactive items from the other three
  index.md

PARA rules:

  • Projects -- active work with a goal or deadline. Move to archives when complete.
  • Areas -- ongoing (people, companies, responsibilities). No end date.
  • Resources -- reference material, topics of interest.
  • Archives -- inactive items from any category.

Fact rules:

  • Save durable facts immediately to items.yaml.
  • Weekly: rewrite summary.md from active facts.
  • Never delete facts. Supersede instead (status: superseded, add superseded_by).
  • When an entity goes inactive, move its folder to $AGENT_HOME/life/archives/.

When to create an entity:

  • Mentioned 3+ times, OR
  • Direct relationship to the user (family, coworker, partner, client), OR
  • Significant project or company in the user's life.
  • Otherwise, note it in daily notes.

For the atomic fact YAML schema and memory decay rules, see references/schemas.md.

Layer 2: Daily Notes ($AGENT_HOME/memory/YYYY-MM-DD.md)

Raw timeline of events -- the "when" layer.

  • Write continuously during conversations.
  • Extract durable facts to Layer 1 during heartbeats.

Layer 3: Tacit Knowledge ($AGENT_HOME/MEMORY.md)

How the user operates -- patterns, preferences, lessons learned.

  • Not facts about the world; facts about the user.
  • Update whenever you learn new operating patterns.

Write It Down -- No Mental Notes

Memory does not survive session restarts. Files do.

  • Want to remember something -> WRITE IT TO A FILE.
  • "Remember this" -> update $AGENT_HOME/memory/YYYY-MM-DD.md or the relevant entity file.
  • Learn a lesson -> update AGENTS.md, TOOLS.md, or the relevant skill file.
  • Make a mistake -> document it so future-you does not repeat it.
  • On-disk text files are always better than holding it in temporary context.

Memory Recall -- Use qmd

Use qmd rather than grepping files:

qmd query "what happened at Christmas"   # Semantic search with reranking
qmd search "specific phrase"              # BM25 keyword search
qmd vsearch "conceptual question"         # Pure vector similarity

Index your personal folder: qmd index $AGENT_HOME

Vectors + BM25 + reranking finds things even when the wording differs.

Planning

Keep plans in timestamped files in plans/ at the project root (outside personal memory so other agents can access them). Use qmd to search plans. Plans go stale -- if a newer plan exists, do not confuse yourself with an older version. If you notice staleness, update the file to note what it is supersededBy.

Version History

  • 2eb9a09 Current 2026-08-20 07:23

Same Skill Collection

.agents/skills/check-pr/SKILL.md
.agents/skills/company-creator/SKILL.md
.agents/skills/create-agent-adapter/SKILL.md
.agents/skills/create-issue-interaction-ui/SKILL.md
.agents/skills/create-paperclip-bundled-skill/SKILL.md
.agents/skills/deal-with-security-advisory/SKILL.md
.agents/skills/diagnose-why-work-stopped/SKILL.md
.agents/skills/doc-maintenance/SKILL.md
.agents/skills/garden-inbox/SKILL.md
.agents/skills/paperclip-create-plugin/SKILL.md
.agents/skills/paperclip-dev-workspace-run-verify-fix/SKILL.md
.agents/skills/paperclip-page/SKILL.md
.agents/skills/pr-gardening/SKILL.md
.agents/skills/pr-report/SKILL.md
.agents/skills/prcheckloop/SKILL.md
.agents/skills/prepare-paperclip-pr/SKILL.md
.agents/skills/release-changelog-discord-message/SKILL.md
.agents/skills/release-changelog/SKILL.md
.agents/skills/release/SKILL.md
.agents/skills/terminal-bench-loop/SKILL.md
packages/adapters/hermes/skills/paperclip-task-bridge/SKILL.md
packages/plugins/plugin-llm-wiki/skills/index-refresh/SKILL.md
packages/plugins/plugin-llm-wiki/skills/paperclip-distill/SKILL.md
packages/plugins/plugin-llm-wiki/skills/wiki-ingest/SKILL.md
packages/plugins/plugin-llm-wiki/skills/wiki-lint/SKILL.md
packages/plugins/plugin-llm-wiki/skills/wiki-maintainer/SKILL.md
packages/plugins/plugin-llm-wiki/skills/wiki-query/SKILL.md
skills-releases/paperclip/v0/SKILL.md
skills-releases/paperclip/v7-roster/SKILL.md
skills/paperclip-board/SKILL.md
skills/paperclip-converting-plans-to-tasks/SKILL.md
skills/paperclip-create-agent/SKILL.md
skills/paperclip/SKILL.md
.claude/skills/design-guide/SKILL.md

Metadata

Files
0
Version
2eb9a09
Hash
51e8e591
Indexed
2026-08-20 07:23

inicio - Wiki
Copyright © 2011-2026 iteam. Current version is 2.155.2. UTC+08:00, 2026-08-22 07:29
浙ICP备14020137号-1 $mapa de visitantes$